gdf["x"] = gdf.centroid.x
gdf["y"] = gdf.centroid.y
gdf
geometry state count x y
0 MULTIPOLYGON (((78.34088 19.88361, 78.35133 19... Telangana 4 79.065187 17.799135
1 MULTIPOLYGON (((93.71976 7.20707, 93.71909 7.2... Andaman & Nicobar Island 2 92.961524 11.216660
2 MULTIPOLYGON (((81.39375 16.33381, 81.39224 16... Andhra Pradesh 2 79.936132 15.718010
3 MULTIPOLYGON (((96.16261 29.38078, 96.16860 29... Arunanchal Pradesh 2 94.679165 28.035573
4 MULTIPOLYGON (((89.74323 26.30362, 89.74290 26... Assam 2 92.831462 26.353362
5 MULTIPOLYGON (((84.50720 24.26323, 84.50355 24... Bihar 2 85.611841 25.679369
6 MULTIPOLYGON (((83.33532 24.09885, 83.35346 24... Chhattisgarh 2 82.042579 21.266852
7 MULTIPOLYGON (((72.89334 20.44539, 72.89281 20... Daman & Diu 2 72.227019 20.514389
8 MULTIPOLYGON (((74.11918 14.75344, 74.11350 14... Goa 2 74.054589 15.361408
9 MULTIPOLYGON (((71.70375 20.99958, 71.70375 20... Gujarat 2 71.584237 22.691896
10 MULTIPOLYGON (((76.85065 30.87512, 76.86594 30... Haryana 2 76.342981 29.196638
11 MULTIPOLYGON (((76.79634 33.25490, 76.80351 33... Himachal Pradesh 4 77.248650 31.924333
12 MULTIPOLYGON (((74.73451 37.02068, 74.73647 37... Jammu & Kashmir 2 76.325724 34.633933
13 MULTIPOLYGON (((87.60582 25.31512, 87.61279 25... Jharkhand 2 85.563971 23.656082
14 MULTIPOLYGON (((74.69694 13.32782, 74.69562 13... Karnataka 2 76.169243 14.709803
15 MULTIPOLYGON (((74.99575 12.79227, 75.00006 12... Kerala 2 76.410315 10.449049
16 MULTIPOLYGON (((74.10131 11.20431, 74.09907 11... Lakshadweep 2 72.735057 11.091062
17 MULTIPOLYGON (((74.17932 22.39059, 74.17776 22... Madhya Pradesh 2 78.292193 23.537959
18 MULTIPOLYGON (((73.46270 16.03710, 73.46178 16... Maharashtra 6 76.105901 19.451066
19 MULTIPOLYGON (((94.57602 25.64221, 94.57487 25... Manipur 2 93.881228 24.734144
20 MULTIPOLYGON (((76.84147 30.75996, 76.83599 30... Chandigarh 2 76.781472 30.730057
21 MULTIPOLYGON (((79.76528 10.99681, 79.76963 10... Puducherry 2 79.866015 11.981454
22 MULTIPOLYGON (((75.88469 32.48841, 75.90304 32... Punjab 2 75.418543 30.842847
23 MULTIPOLYGON (((73.89849 29.97895, 73.90021 29... Rajasthan 2 73.851043 26.583014
24 MULTIPOLYGON (((88.65381 28.09883, 88.66265 28... Sikkim 2 88.477350 27.571156
25 MULTIPOLYGON (((78.19188 8.72729, 78.18997 8.7... Tamil Nadu 6 78.408155 11.014307
26 MULTIPOLYGON (((92.22109 24.50131, 92.22771 24... Tripura 2 91.743628 23.745298
27 MULTIPOLYGON (((80.44802 24.99631, 80.44080 24... Uttar Pradesh 2 80.569086 26.920979
28 MULTIPOLYGON (((79.21047 31.34846, 79.21386 31... Uttarakhand 2 79.207858 30.153184
29 MULTIPOLYGON (((88.01861 21.57278, 88.01889 21... West Bengal 2 87.985674 23.816916
30 MULTIPOLYGON (((86.38937 19.96351, 86.38840 19... Odisha 2 84.429340 20.509456
31 MULTIPOLYGON (((73.20657 20.12216, 73.20797 20... Dadara & Nagar Havelli 2 73.070653 20.195053
32 MULTIPOLYGON (((91.85632 26.10353, 91.86717 26... Meghalaya 2 91.279444 25.535533
33 MULTIPOLYGON (((92.80022 24.41630, 92.80310 24... Mizoram 2 92.836779 23.306535
34 MULTIPOLYGON (((95.21458 26.93095, 95.21719 26... Nagaland 2 94.469967 26.061674
35 MULTIPOLYGON (((77.09361 28.86940, 77.10973 28... NCT of Delhi 2 77.118909 28.641221

FRT Sytems Deployed in India

Authority Facial Recognition System Place Purpose - Security/Surveillance or Authentication of Identity
0 NCRB, MHA National Automatic Facial Recognition System (... India Security/ Surveillance
1 Ministry of Railways Internet Protocol (IP) based Video Surveillanc... India Security/ Surveillance
2 South Western Railways NaN KSR Bengaluru Station Security/ Surveillance
3 Delhi Police AFRS Delhi Security/ Surveillance
4 Punjab Police Punjab Artificial Intelligence System Punjab/ Chandigarh Security/ Surveillance
5 Hyderabad Police TSCOP + CCTNS Hyderabad Security/ Surveillance
6 UP Police Trinetra UP/ Lucknow Security/ Surveillance
7 Chennai Police FaceTagr Chennai Security/ Surveillance